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Research Data Management

Welcome to Research Data Management Training for Information Professionals! This course will provide you with training on the research data management (RDM) topics listed below in a biomedical context. The material presented began as an NIH-funded research study to assess material for teaching...

Scientific topics: Data management

Resource type: e-learning

Research Data Management https://tess.elixir-europe.org/materials/research-data-management Welcome to Research Data Management Training for Information Professionals! This course will provide you with training on the research data management (RDM) topics listed below in a biomedical context. The material presented began as an NIH-funded research study to assess material for teaching RDM to librarians. It is designed to prepare you to understand and subsequently teach RDM at your own institution, and offers strategies for identifying opportunities to teach RDM in your own environment. At the end of each module there is a link to a Teaching Toolkit that provides librarians with a script, slides, and evaluation materials to teach RDM at your institution. Data management Life Science Researchers
Tools for data management planning

Having a data management plan is essential if we're to make the most of our own data and share it with others. Just like planning an experiment, we should plan what we are going to do with our data and how we are going to do it to ensure that we (and others) can use and re-use the data. If you...

Scientific topics: Data management

Keywords: Data managment plan

Resource type: Video

Tools for data management planning https://tess.elixir-europe.org/materials/tools-for-data-management-planning Having a data management plan is essential if we're to make the most of our own data and share it with others. Just like planning an experiment, we should plan what we are going to do with our data and how we are going to do it to ensure that we (and others) can use and re-use the data. If you have never made a data management plan before the process may initially seem daunting, but fortunately there are many tools out there to help you think through the what, where, how, why and when of data management. In this webinar Sarah Jones from the Digital Curation Centre and Rob Hooft from ELIXIR Netherlands show us two tools - DMP online and the ELIXIR Data Stewardship Wizard - and explain how they can help you apply data management and FAIR data practices in your own research. Data management Data managment plan Life Science Researchers
Giving data context, structure and meaning

Metadata, standards and ontologies are common ways of providing data with context, structure and meaning. In this webinar Sira explores the idea of once data are ontologised (mapped to standard structured vocabulary), they become linkable to build a bigger infrastructure of knowledge network and...

Keywords: metadata, Ontologies

Giving data context, structure and meaning https://tess.elixir-europe.org/materials/giving-data-context-structure-and-meaning Metadata, standards and ontologies are common ways of providing data with context, structure and meaning. In this webinar Sira explores the idea of once data are ontologised (mapped to standard structured vocabulary), they become linkable to build a bigger infrastructure of knowledge network and provides a few scientific examples of how knowledge are drawn from linked data. She also provides a brief overview of tools that can be used to give data context, structure and meaning at different stages of the data lifecycle. metadata, Ontologies
What happens to your data?

This webinar focuses on what happens to your data after you submit it to a public repository and addresses the question of data ownership. Keeva and Nancy introduce the concepts of FAIR data, metadata and standards. They then show you where you can find an appropriate place to share your data...

Scientific topics: Data management

Keywords: metadata, ArrayExpress

Resource type: Video

What happens to your data? https://tess.elixir-europe.org/materials/what-happens-to-your-data This webinar focuses on what happens to your data after you submit it to a public repository and addresses the question of data ownership. Keeva and Nancy introduce the concepts of FAIR data, metadata and standards. They then show you where you can find an appropriate place to share your data and give examples of how metadata and standards are used when you submit data to Metabolights and ArrayExpress. They also answer a few frequently asked data submission-related questions. Data management metadata, ArrayExpress Life Science Researchers
Why share your data?

Presented in two parts, this webinar will explore the value of sharing your data from an institutional and researcher perspective. Our first speaker, Ewan Birney, is one of the directors of EMBL-EBI. He speaks about how the growth in data over the past decade has changed the way that we...

Scientific topics: Data management

Keywords: data sharing

Resource type: Video

Why share your data? https://tess.elixir-europe.org/materials/why-share-your-data Presented in two parts, this webinar will explore the value of sharing your data from an institutional and researcher perspective. Our first speaker, Ewan Birney, is one of the directors of EMBL-EBI. He speaks about how the growth in data over the past decade has changed the way that we approach biology and how EMBL-EBI provides some of the infrastructure to allow data sharing. He finishes up by highlighting the benefits of data sharing to the EMBL-EBI and shares his top four reasons for sharing data. Our second speaker, Elisabeth Busch, is the head of the Vertebrate Genetics and Genomics Group at the Wellcome Sanger Institute and the University of Cambridge. She tells us about her experiences in sharing her own research data, and the reasons that she felt compelled to share her data including the advantages for her own research. Elisabeth Busch Data management data sharing Life Science Researchers
Managing and making the most of your data

In this webinar Marta Teperek & Yasemin Türkyilmaz-van der Velden provide an overview of what data management is highlighting common misconceptions, pitfalls and best practice. They pose the questions 'Is there a reproducibility crisis in science'? and 'How much data would lose if your laptop...

Scientific topics: Data management

Resource type: Video

Managing and making the most of your data https://tess.elixir-europe.org/materials/managing-and-making-the-most-of-your-data In this webinar Marta Teperek & Yasemin Türkyilmaz-van der Velden provide an overview of what data management is highlighting common misconceptions, pitfalls and best practice. They pose the questions 'Is there a reproducibility crisis in science'? and 'How much data would lose if your laptop was stolen?'. This is followed up with an exploration of the selfish benefits of data management and a few hints, tips to get you started on your data management journey. Data management
A FAIRy tale

A FAKE STORY IN A TRUSTWORTHY GUIDE TO THE FAIR PRINCIPLES FOR RESEARCH DATA

Scientific topics: Data management

Keywords: FAIR

Resource type: PDF

A FAIRy tale https://tess.elixir-europe.org/materials/a-fairy-tale A FAKE STORY IN A TRUSTWORTHY GUIDE TO THE FAIR PRINCIPLES FOR RESEARCH DATA Data management FAIR Life Science Researchers
eLearning course about the importance of good research data management (RDM)

Within the framework of the Danish National Forum for Data Management, the Danish Universities have developed the eLearning course “Research Data Management”. This eLearning course in Research Data Management is brought to you by the Danish National Forum for Data Management, and is funded by...

Scientific topics: Data management

Resource type: Video

eLearning course about the importance of good research data management (RDM) https://tess.elixir-europe.org/materials/elearning-course-about-the-importance-of-good-research-data-management-rdm Within the framework of the Danish National Forum for Data Management, the Danish Universities have developed the eLearning course “Research Data Management”. This eLearning course in Research Data Management is brought to you by the Danish National Forum for Data Management, and is funded by Denmark’s Electronic Research Library (DEFF) and the Danish eInfrastructure Cooperation (DeiC). Data management Life Science Researchers
FAIRification & Data modelling

Wikidata fairification

Keywords: FAIR, linked data, ontologies, metadata

Resource type: Slides

FAIRification & Data modelling https://tess.elixir-europe.org/materials/fairification-data-modelling Wikidata fairification FAIR, linked data, ontologies, metadata Life Science Researchers bioinformaticians
Helis Academy - Persistent identifiers and their use cases

Managing increasing numbers of data objects Sharing data from different sourcesamongst researchers Data needs to be (globally) identifiable and addressable to ensure reuse of data Data citation Linking data from different source

Keywords: Referencing data and code, Findability of data and code, Identifying data and code, data management

Resource type: Slides

Helis Academy - Persistent identifiers and their use cases https://tess.elixir-europe.org/materials/persistent-identifiers-and-their-use-cases Managing increasing numbers of data objects Sharing data from different sourcesamongst researchers Data needs to be (globally) identifiable and addressable to ensure reuse of data Data citation Linking data from different source Referencing data and code, Findability of data and code, Identifying data and code, data management data stewards Life Science Researchers bioinformaticians
Helis Academy - Data Sharing, publishing and archiving

Basic knowledge of: o Know what a repository is o Characteristics of Data Sharing, Archiving and Publishing o Knowledge of major platforms for Sharing, Archiving and Publishing Hands on experience: o Dataverse possibilities for sharing and publishing o Designing requirements digital...

Keywords: data sharing, Data publishing, data archiving, data repositories, data management

Resource type: Slides

Helis Academy - Data Sharing, publishing and archiving https://tess.elixir-europe.org/materials/data-sharing-publishing-and-archiving Basic knowledge of: o Know what a repository is o Characteristics of Data Sharing, Archiving and Publishing o Knowledge of major platforms for Sharing, Archiving and Publishing Hands on experience: o Dataverse possibilities for sharing and publishing o Designing requirements digital archives o Finding your ideal archive data sharing, Data publishing, data archiving, data repositories, data management
An introduction to the role of experimental data in Intellectual Property

data ownership the role of experimental data in acquiring a patent the role of data in establishing a prior use right trade secrets

Keywords: patents

Resource type: PDF

An introduction to the role of experimental data in Intellectual Property https://tess.elixir-europe.org/materials/an-introduction-to-the-role-of-experimental-data-in-intellectual-property data ownership the role of experimental data in acquiring a patent the role of data in establishing a prior use right trade secrets patents
Introduction to FAIR data stewardship

FAIR data Stewardship: How to improve the reuse of nanosafety data

Scientific topics: Data management

Keywords: FAIR

Introduction to FAIR data stewardship https://tess.elixir-europe.org/materials/introduction-to-fair-data-stewardship FAIR data Stewardship: How to improve the reuse of nanosafety data Data management FAIR Life Science Researchers
Helis Academy - Data Management Plans, why and how?

Research Data Management The organisation of data throughout the research project everyday management of research data (storage, file naming, preservation) how will data be preserved and shared after the project is completed?

Scientific topics: Data management

Keywords: Data managment plan, Data Life Cycle

Resource type: Slides, PDF

Helis Academy - Data Management Plans, why and how? https://tess.elixir-europe.org/materials/data-management-plans-why-and-how Research Data Management The organisation of data throughout the research project everyday management of research data (storage, file naming, preservation) how will data be preserved and shared after the project is completed? Data management Data managment plan, Data Life Cycle Life Science Researchers
Bioinformatics Summer School 2019

This one-week intensive summer school in bioinformatics will focus on data analysis and high throughput biology, with a special focus on R/Bioconductor and its application to a wide range of topics across bioinformatics and computational biology. The course is intended for researchers who are...

Scientific topics: Statistics and probability, Omics, RNA-Seq, Proteomics

Operations: Data handling

Bioinformatics Summer School 2019 https://tess.elixir-europe.org/materials/bioinformatics-summer-school-2019 This one-week intensive summer school in bioinformatics will focus on data analysis and high throughput biology, with a special focus on R/Bioconductor and its application to a wide range of topics across bioinformatics and computational biology. The course is intended for researchers who are familiar with omics experimental technologies and their applications in biology, have had some exposure with R, and who want to learn or expand their bioinformatics skills. Martin Morgan Laurent Gatto Janick Mathys Lieven Clement Charlotte Soneson Koen Van den Berge Oliver Crook Statistics and probability Omics RNA-Seq Proteomics PhD students
Enalos Nanoinformatics Cloud Platform: A Safe-by-Design Tool for Functionalised Nanomaterials

Learn how to produce toxicity predictions for decorated MWCNTs

Keywords: nanoQSAR, nanomaterials

Enalos Nanoinformatics Cloud Platform: A Safe-by-Design Tool for Functionalised Nanomaterials https://tess.elixir-europe.org/materials/enalos-nanoinformatics-cloud-platform-a-safe-by-design-tool-for-functionalised-nanomaterials Learn how to produce toxicity predictions for decorated MWCNTs nanoQSAR, nanomaterials
Nanoinformatics Model for Zeta Potential Prediction Powered by Enalos Cloud Platform

Learn how to produce zeta potential predictions using image nanodescriptors.

Keywords: zeta potential, nanomaterials

Nanoinformatics Model for Zeta Potential Prediction Powered by Enalos Cloud Platform https://tess.elixir-europe.org/materials/nanoinformatics-model-for-zeta-potential-prediction-powered-by-enalos-cloud-platform Learn how to produce zeta potential predictions using image nanodescriptors. zeta potential, nanomaterials
NanoXtract: Nanomaterials Image Analysis Tool Powered by the Enalos Cloud Platform

Learn how to extract image nanodescriptors from TEM microscopy photos

Operations: Image analysis

Keywords: Cloud Computing, nanomaterials

NanoXtract: Nanomaterials Image Analysis Tool Powered by the Enalos Cloud Platform https://tess.elixir-europe.org/materials/nanoxtract-nanomaterials-image-analysis-tool-powered-by-the-enalos-cloud-platform Learn how to extract image nanodescriptors from TEM microscopy photos Cloud Computing, nanomaterials
Adding ontology terms

This tutorial describes how terms can be added to the eNanoMapper ontology.

Keywords: enanomapper, ontologies

Resource type: Tutorial

Adding ontology terms https://tess.elixir-europe.org/materials/adding-ontology-terms-2d31ae63-7f7b-45df-aa37-4b1e14209183 This tutorial describes how terms can be added to the eNanoMapper ontology. enanomapper, ontologies post-docs
Single cell RNA-seq data analysis with R

This international hands-on course covers several aspects of single cell RNA-seq data analysis, ranging from clustering and differential gene expression analysis to trajectories, cell type identification and spatial transcriptomics. The course is kindly sponsored by the ELIXIR EXCELERATE...

Scientific topics: RNA-Seq

Keywords: RNA-Seq, Single Cell technologies, scRNA-seq

Resource type: course materials

Single cell RNA-seq data analysis with R https://tess.elixir-europe.org/materials/single-cell-rna-seq-data-analysis-with-r-26ec3ec0-8f43-47db-9788-7f8f63eb447b This international hands-on course covers several aspects of single cell RNA-seq data analysis, ranging from clustering and differential gene expression analysis to trajectories, cell type identification and spatial transcriptomics. The course is kindly sponsored by the ELIXIR EXCELERATE project. Note: You can find all the course material including the R code and data files in the course [GitHub](https://github.com/NBISweden/excelerate-scRNAseq) repository, and the lecture videos are available as a [YouTube playlist](https://www.youtube.com/playlist?list=PLjiXAZO27elC_xnk7gVNM85I2IQl5BEJN). Eija Korpelainen @eija, ekorpelainen@gmail.com RNA-Seq RNA-Seq, Single Cell technologies, scRNA-seq bioinformaticians Biologists
Human Protein Atlas (HPA) - Introductory YouTube video

On the Human Protein Atlas you can study in which tissues and cells your favorite protein is expressed. In this live demo from AACR, you can learn how to find tissue specific proteins, see IHC stainings of proteins in normal and cancer tissues and explore proteins expressed in the mouse

Scientific topics: Gene expression, Protein expression

Human Protein Atlas (HPA) - Introductory YouTube video https://tess.elixir-europe.org/materials/human-protein-atlas-hpa-introductory-youtube-video On the Human Protein Atlas you can study in which tissues and cells your favorite protein is expressed. In this live demo from AACR, you can learn how to find tissue specific proteins, see IHC stainings of proteins in normal and cancer tissues and explore proteins expressed in the mouse Gene expression Protein expression
Text mining: Key concepts and applications

EMBL-EBI presents this talk on an introduction to text mining and its applications in service provision. The 1st part of this talk focuses on what text mining is and some of the methods and available tools. The 2nd part looks at how to find articles on Europe PMC - a free literature resource for...

Keywords: Literature search, Text mining, Europe PMC, Biomedical Literature

Resource type: Webinar

Text mining: Key concepts and applications https://tess.elixir-europe.org/materials/text-mining-key-concepts-and-applications EMBL-EBI presents this talk on an introduction to text mining and its applications in service provision. The 1st part of this talk focuses on what text mining is and some of the methods and available tools. The 2nd part looks at how to find articles on Europe PMC - a free literature resource for biomedical and health researchers - and how to build your own text mining pipeline. The final part gives a nice case study showing how Europe PMC's pipeline was integrated into a new drug target validation platform called Open Targets (previously CTTV). Literature search, Text mining, Europe PMC, Biomedical Literature
Extracting research evidence from publications

Bioinformaticians are routinely handling big data, including DNA, RNA, and protein sequence information. It’s time to treat biomedical literature as a dataset and extract valuable facts hidden in the millions of scientific papers. This webinar demonstrates how to access text-mined literature...

Keywords: Literature search, Biomedical Literature, Europe PMC, Text mining

Resource type: Webinar

Extracting research evidence from publications https://tess.elixir-europe.org/materials/extracting-research-evidence-from-publications Bioinformaticians are routinely handling big data, including DNA, RNA, and protein sequence information. It’s time to treat biomedical literature as a dataset and extract valuable facts hidden in the millions of scientific papers. This webinar demonstrates how to access text-mined literature evidence using Europe PMC Annotations API. We highlight several use cases, including linking diseases with potential treatment targets, or identifying which protein structures are cited along with a gene mutation. Literature search, Biomedical Literature, Europe PMC, Text mining Wet-lab researchers and bioinformaticians who want to access scientific literature and data programmatically.
Europe PMC, programmatically

Europe PMC is an open repository, providing access to worldwide biomedical literature, including articles, books, patents, and clinical guidelines. More than 32 million abstracts (27 million from PubMed) and 4 million full-text articles can be freely accessed through Europe PMC in a single...

Keywords: Literature search, Programmatic Access, Europe PMC, REST API, Biomedical Literature

Resource type: Webinar

Europe PMC, programmatically https://tess.elixir-europe.org/materials/europe-pmc-programmatically Europe PMC is an open repository, providing access to worldwide biomedical literature, including articles, books, patents, and clinical guidelines. More than 32 million abstracts (27 million from PubMed) and 4 million full-text articles can be freely accessed through Europe PMC in a single search. The mission of Europe PMC is to build open access, full-text scientific literature resources and deliver world-class literature services. This webinar will introduce the Europe PMC Articles RESTful API and show you how to access publications and related information, such as citations, data links, or text-mined terms, programmatically. Literature search, Programmatic Access, Europe PMC, REST API, Biomedical Literature
Europe PMC: get the most from literature searches

With Europe PMC, a free biomedical repository and partner in PubMed Central International, you can search worldwide, life-sciences literature, including articles, books, patents, and clinical guidelines. In this webinar, we will show how to use Europe PMC for effective literature research. We...

Keywords: Literature search, Life sciences publications, Europe PMC

Resource type: Webinar

Europe PMC: get the most from literature searches https://tess.elixir-europe.org/materials/europe-pmc-get-the-most-from-literature-searches With Europe PMC, a free biomedical repository and partner in PubMed Central International, you can search worldwide, life-sciences literature, including articles, books, patents, and clinical guidelines. In this webinar, we will show how to use Europe PMC for effective literature research. We will cover searches by topic and author, advanced search options for building complex queries, and setting alerts for your topic to stay on top of the published literature. Literature search, Life sciences publications, Europe PMC This webinar is aimed at scientists with an interest in learning more about the Europe PMC and optimising their literature searches.
BRENDA - The comprehensive Enzyme Information System

Tutorial and training materials

BRENDA - The comprehensive Enzyme Information System https://tess.elixir-europe.org/materials/brenda-the-comprehensive-enzyme-information-system Tutorial and training materials Pascal Kahlem
Evening session: Efficient R

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Big data

Evening session: Efficient R https://tess.elixir-europe.org/materials/evening-session-efficient-r Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Big data
Lab 9-1: Efficient and Parallel Evaluation

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Big data

Lab 9-1: Efficient and Parallel Evaluation https://tess.elixir-europe.org/materials/lab-9-1-efficient-and-parallel-evaluation Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Big data
Lecture 20-1: Working with Large Data

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Big data

Lecture 20-1: Working with Large Data https://tess.elixir-europe.org/materials/lecture-20-1-working-with-large-data Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Big data
Workshops

Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an...

Keywords: Conference

Workshops https://tess.elixir-europe.org/materials/workshops Bioconductor provides tools for the analysis and comprehension of high-throughput genomic data. Bioconductor uses the R statistical programming language, and is open source and open development. It has two releases each year, 1560 software packages, and an active user community. Bioconductor is also available as an AMI (Amazon Machine Image) and a series of Docker images. Conference